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Boukrouh S, Noutfia A, Moula N, Avril C, Louvieaux J, Hornick JL, Cabaraux JF, Chentouf M. Ecological, morpho-agronomical, and bromatological assessment of sorghum ecotypes in Northern Morocco. Sci Rep 2023; 13:15548. [PMID: 37730680 PMCID: PMC10511723 DOI: 10.1038/s41598-023-41565-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 08/29/2023] [Indexed: 09/22/2023] Open
Abstract
Sorghum Bicolor is a cereal used for grains as feed and food, mainly cultivated in dry areas. To study the possibilities of increasing its cultivation for feed purposes, ecological, morpho-agronomical, and bromatological characterization of some local ecotypes was conducted as the first steps toward selecting better cultivars. Indeed, twenty-one ecotypes were collected from farms in Northern Morocco in 2018. The edapho-climatic parameters of the collection sites were evaluated. The ecotypes were cultivated in 2019 in an experimental field with a randomized complete block design with three replicates. At the maturity stage, plants were evaluated for agro-morphological parameters, and grains and straw (leaves and stems) were harvested and analyzed. The results indicated significant variations between ecotypes for almost all parameters and an interesting grain yield of 3.5 T/ha with a 176% yield variation. The nutritive value of grains was interesting compared to straw, especially for mean protein contents (10.5% DM) and organic matter digestibility (81.4%). The calculated genetic parameters emphasized the possibility of selecting highly productive and nutritive cultivars. Multivariate analysis clustered the ecotypes into five groups based on agro-morphological, bromatological, and antioxidant activity parameters; the third group was characterized by high grain-yielding ecotypes, and the fifth one by high nutritive ecotypes. The E21 ecotype, belonging to this last group, was a promising selection candidate as it combines both. No significant correlation link between agro-morphological and bromatological traits of grains and geographical distances was discerned. Sorghum bicolor could thus be improved only according to the researched agro-morphological and bromatological traits.
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Affiliation(s)
- S Boukrouh
- Department of Veterinary Management of Animal Resources, FARAH Center, Faculty of Veterinary Medicine, University of Liège, 4000, Liège, Belgium.
- Regional Center of Agricultural Research of Tangier, National Institute of Agricultural Research, 10090, Rabat, Morocco.
| | - A Noutfia
- Regional Center of Agricultural Research of Tangier, National Institute of Agricultural Research, 10090, Rabat, Morocco
| | - N Moula
- Department of Veterinary Management of Animal Resources, FARAH Center, Faculty of Veterinary Medicine, University of Liège, 4000, Liège, Belgium
| | - C Avril
- Haute École Provinciale de Hainaut Condorcet, Agronomy Category, 7800, Ath, Belgium
| | - J Louvieaux
- Haute École Provinciale de Hainaut Condorcet, Agronomy Category, 7800, Ath, Belgium
| | - J L Hornick
- Department of Veterinary Management of Animal Resources, FARAH Center, Faculty of Veterinary Medicine, University of Liège, 4000, Liège, Belgium
| | - J F Cabaraux
- Department of Veterinary Management of Animal Resources, FARAH Center, Faculty of Veterinary Medicine, University of Liège, 4000, Liège, Belgium.
| | - M Chentouf
- Regional Center of Agricultural Research of Tangier, National Institute of Agricultural Research, 10090, Rabat, Morocco
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Cui H, Chen J, Liu M, Zhang H, Zhang S, Liu D, Chen S. Genome-Wide Analysis of C2H2 Zinc Finger Gene Family and Its Response to Cold and Drought Stress in Sorghum [ Sorghum bicolor (L.) Moench]. Int J Mol Sci 2022; 23:ijms23105571. [PMID: 35628380 PMCID: PMC9146226 DOI: 10.3390/ijms23105571] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 05/04/2022] [Accepted: 05/11/2022] [Indexed: 02/01/2023] Open
Abstract
C2H2 zinc finger protein (C2H2-ZFP) is one of the most important transcription factor families in higher plants. In this study, a total of 145 C2H2-ZFPs was identified in Sorghum bicolor and randomly distributed on 10 chromosomes. Based on the phylogenetic tree, these zinc finger gene family members were divided into 11 clades, and the gene structure and motif composition of SbC2H2-ZFPs in the same clade were similar. SbC2H2-ZFP members located in the same clade contained similar intron/exon and motif patterns. Thirty-three tandem duplicated SbC2H2-ZFPs and 24 pairs of segmental duplicated genes were identified. Moreover, synteny analysis showed that sorghum had more collinear regions with monocotyledonous plants such as maize and rice than did dicotyledons such as soybean and Arabidopsis. Furthermore, we used quantitative RT-PCR (qRT-PCR) to analyze the expression of C2H2-ZFPs in different organs and demonstrated that the genes responded to cold and drought. For example, Sobic.008G088842 might be activated by cold but is inhibited in drought in the stems and leaves. This work not only revealed an important expanded C2H2-ZFP gene family in Sorghum bicolor but also provides a research basis for determining the role of C2H2-ZFPs in sorghum development and abiotic stress resistance.
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Affiliation(s)
- Huiying Cui
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
- Correspondence: (H.C.); (S.C.)
| | - Jiaqi Chen
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
| | - Mengjiao Liu
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
| | - Hongzhi Zhang
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
| | - Shuangxi Zhang
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
| | - Dan Liu
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
| | - Shaolin Chen
- College of Life Sciences, Northwest A&F University, Xianyang 712100, China; (J.C.); (M.L.); (H.Z.); (S.Z.); (D.L.)
- Biomass Energy Center for Arid and Semi-Arid Lands, Northwest A&F University, Xianyang 712100, China
- Correspondence: (H.C.); (S.C.)
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Hans M, Lugani Y, Chandel AK, Rai R, Kumar S. Production of first- and second-generation ethanol for use in alcohol-based hand sanitizers and disinfectants in India. BIOMASS CONVERSION AND BIOREFINERY 2021; 13:1-18. [PMID: 34075327 PMCID: PMC8155184 DOI: 10.1007/s13399-021-01553-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 04/27/2021] [Accepted: 04/27/2021] [Indexed: 06/12/2023]
Abstract
Emergence of "severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)" causing "COVID-19" or "coronavirus disease 19" as pandemic has got worldwide attention towards hygiene as the first line of defense for the infection control. It is first line of defense not only from COVID-19 but also from other infectious diseases caused by deadly pathogens such as cholera, hepatitis, tuberculosis, polio, etc. Absence of any particular vaccine or treatment let World Health Organization (WHO) recommend to the public to maintain social distancing along with regularly washing their hands with soap, sanitize their hands (where washing is not possible), and disinfect their belongings and buildings to avoid the infection. Out of various formulations available in the market, WHO has recommended alcohol-based hand sanitizers, which mainly comprise of ethanol, isopropyl alcohols, and hydrogen peroxides in different combinations due to their high potential to kill the broad range of pathogens including bacterial, viral, fungal, helminthes, etc. Therefore, alcohol-based sanitizers are in high demand since centuries to prevent infection from pathogenic diseases. Ethanol is the most common and popular alcohol in terms of vanishing wide range of pathogens, convenient to use and its production. Ethanol is produced worldwide and is used in various sectors, e.g., beauty and cosmetics, food and beverages, and as the most demanding gasoline additive. The present review is focused on the ethanol production in India, its diversified applications emphasizing hand sanitizers with discussions on formulation of sanitizer and disinfectants, and viability of lignocellulosic and food grain-based ethanol. The review article also emphasizes on the technological details of 1G and 2G ethanol production, their associated challenges, and inputs for the improved ethanol yields so as to strengthen the supply chain of ethanol in India, and making "Atmanirbhar Bharat" (Self-reliant India) campaign of Indian government successfully viable.
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Affiliation(s)
- Meenu Hans
- Biochemical Conversion Division, Sardar Swaran Singh National Institute of Bio-Energy, Jalandhar-Kapurthala Road, Wadala Kalan, Kapurthala, Punjab 144601 India
- Department of Microbiology, Guru Nanak Dev University, Amritsar, Punjab 143005 India
| | - Yogita Lugani
- Department of Agriculture and Environmental Sciences, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Sonepat, Haryana 131028 India
| | - Anuj K. Chandel
- Department of Biotechnology, Engineering School of Lorena (EEL), University of São Paulo, Lorena, SP Brazil
| | - Rohit Rai
- Faculty of Applied Medical Sciences, Lovely Professional University, Phagwara, Punjab 144411 India
| | - Sachin Kumar
- Biochemical Conversion Division, Sardar Swaran Singh National Institute of Bio-Energy, Jalandhar-Kapurthala Road, Wadala Kalan, Kapurthala, Punjab 144601 India
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Impacts of Long- and Short-Term of Irrigation with Treated Wastewater and Synthetic Fertilizers on the Growth, Biomass, Heavy Metal Content, and Energy Traits of Three Potential Bioenergy Crops in Arid Regions. ENERGIES 2021. [DOI: 10.3390/en14113037] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The availability of suitable water is an important factor for increasing the cultivated areas and sustainability in arid (i.e., less than 200 mm precipitation per year) and semiarid regions (i.e., 200–700 mm precipitation per year). Therefore, this study aimed to analyze the impact of treated wastewater (TWW) and groundwater (GW) as well as synthetic fertilizers (50% and 100% of the recommended NPK dose; 150–150–60 kg N–P2O5–K2O ha−1) on the growth, biomass, energy traits, and macro and trace elements of maize (Zea mays L.), sorghum (Sorghum bicolor L.), and pearl millet (Pennisetum glaucum L) grown in old cultivated (first location; L1) and virgin soil (L2 and L3) as potential bioenergy crops. The soil in L1 has been irrigated with treated wastewater for the last 15 years and continued to be irrigated with treated wastewater in this investigation. The virgin soil was divided into two parts: the first part was irrigated with TWW, and the second part was irrigated with GW. The experiments were laid out in a split-plot with a randomized complete block design with water treatments (TWW in old and virgin soil, and GW in virgin soil) in main plots, and the two treatments of fertilization (50% and 100% of the recommended NPK dose) were distributed randomly in subplots. Compared with the crops irrigated with GW, the crops irrigated with TWW, whether grown on old or virgin soil, showed higher plant height, total chlorophyll content, leaf area per plant, total biomass, energy content, and gross energy with low ash. They also contained higher (but lower than permissible limits) concentrations of macro-elements (NPK) and trace elements (Fe, Mn, Cu, Zn, Cd, Pb, Ni, and Co). In addition, the application of a 50% recommended dose of NPK with TWW showed equivalent results to a 100% recommended dose of NPK on all measured parameters with few exceptions. In conclusion, the TWW can be used to irrigate field crops allocated for bioenergy production in arid regions because it does not harm the plants and environment. In addition, the 50% recommended dose of NPK fertilizer exerted no negative effects on the growth and energy production of field crops, thereby protecting the environment and reducing the leaching of excessive fertilizers into GW.
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